Summary
Overview
Work History
Education
Skills
Projects
Accomplishments
Certification
Organizations
Timeline
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Ayberk Kilicaslan

Junior Data Scientist
Garching Bei München

Summary

Enrolled Informatics Master's student at the Technical University of Munich. Accomplished Data Scientist with a passion for delivering valuable data through analytical functions and data retrieval methods.

Overview

1
1
year of professional experience
5
5
years of post-secondary education
4
4
Certifications
3
3
Languages

Work History

PART-TIME DATA SCIENTIST

ANADOLU HAYAT EMEKLILIK
Istanbul
02.2022 - 09.2022

Dealing with big data and machine learning cases.

Analyzing data and turning raw data to valuable insights for the company.

Churn Analyze with Machine Learning by using Python.

PART TIME DATA ENGINEER

VESTEL
Manisa
09.2021 - 11.2021

Worked as a Data Engineer.

Collecting data from machines and store them into database. Developing machine learning model to find some future tasks.

AI INTERN

HAVELSAN A.S
Ankara
08.2021 - 10.2021

Worked as a Artificial Intelligence Engineer.

Multi Objective Genetic Algorithm for UAV mission planning and optimization.

Mainly Python and its frameworks used.

Education

Master of Science - Informatics

Technical University of Munich
Munich
09.2022 - Current

Bachelor of Science - Computer Engineering

Dokuz Eylül University
Izmir/Turkey
07.2017 - 07.2022

Skills

    Data visualizations

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Projects

Multi Objective Genetic Algorithm for Mission Optimization

  • Multiple UAV and multiple task assignment and its optimization by using Python.
  • Drawing the pareto frontier line respect to MOGA results.
  • Technologies: Python, Pandas, PyMoo, PyGAD

Brain Stroke Classification and Stroke Segmentation

  • Classifying 3 different types of brain stroke with transfer learning by using VGG-16.
  • After that, image segmentation process to find out stroke with U-NET architecture.
  • Technologies: Python, Keras, Tensorflow, Augmentor, OpenCV

Brain MRI Tumor Detection

  • CNN which helps to detect tumor on the brain and classificate new images by using people brain mr images.
  • Technologies : Python, OpenCV, Tensorflow, Pandas, NumPy

QuizHub

  • Desktop quiz application which helps teachers and students during pandemic and distance learning. Technologies : Java, SceneBuilder

Accomplishments

    Teknofest - Artificial Intelligence in Health finalist 2021.

Certification

Neural Networks and Deep Learning

Organizations

Dokuz Eylül University ACM Board Member

AIGEN Community Supervisory Board Member

Timeline

Master of Science - Informatics

Technical University of Munich
09.2022 - Current

PART-TIME DATA SCIENTIST

ANADOLU HAYAT EMEKLILIK
02.2022 - 09.2022

Image Processing with Python Track

01-2022

PART TIME DATA ENGINEER

VESTEL
09.2021 - 11.2021

Machine Learning Fundamentals with Python Track

09-2021

AI INTERN

HAVELSAN A.S
08.2021 - 10.2021

Data Manipulation with pandas

06-2021

Neural Networks and Deep Learning

09-2020

Bachelor of Science - Computer Engineering

Dokuz Eylül University
07.2017 - 07.2022
Ayberk KilicaslanJunior Data Scientist